Andrea TORSELLO

Qualifica
Professore Ordinario
Telefono
041 234 8468
E-mail
andrea.torsello@unive.it
SSD
Sistemi di elaborazione delle informazioni [IINF-05/A]
Sito web
www.unive.it/persone/atorsell (scheda personale)
Struttura
Dipartimento di Scienze Ambientali, Informatica e Statistica
Sito web struttura: https://www.unive.it/dais
Sede: Campus scientifico via Torino
Stanza: studio Z.B15 (edificio Zeta B)
Research Institute
Research Institute for Digital and Cultural Heritage
Research Institute
Research Institute for Complexity

Zhang, Lingfeng; Cosmo, Luca; Minello, Giorgia; Torsello, Andrea; Rossi, Luca GraFix++: A novel graph transformer based on a fixed multi-head structural attention mechanism in PATTERN RECOGNITION, vol. 180 (ISSN 0031-3203)
DOI 2026, Articolo su rivista - Scheda ARCA: 10278/5124788

Minello G.; Bicciato A.; Rossi L.; Torsello A.; Cosmo L. GENERATING GRAPHS VIA SPECTRAL DIFFUSION , 13th International Conference on Learning Representations, ICLR 2025, International Conference on Learning Representations, ICLR, pp. 18077-18096, Convegno: 13th International Conference on Learning Representations, ICLR 2025, 2025
2025, Articolo in Atti di convegno - Scheda ARCA: 10278/5100927

Zhang, Lingfeng; Cosmo, Luca; Minello, Giorgia; Torsello, Andrea; Rossi, Luca GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, vol. 15304 LNCS, pp. 435-450, Convegno: 27th International Conference on Pattern Recognition, ICPR 2024, 2024 (ISBN 9783031781278; 9783031781285) (ISSN 0302-9743)
DOI 2025, Articolo in Atti di convegno - Scheda ARCA: 10278/5090327

Minello, Giorgia; Zhang, Lingfeng; Bicciato, Alessandro; Rossi, Luca; Torsello, Andrea; Cosmo, Luca LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding , Lecture Notes in Computer Science, Springer, pp. 72-81, Convegno: Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition (SPR) and Structural and Syntactic Pattern Recognition (SSPR) (ISBN 9783031805066; 9783031805073) (ISSN 0302-9743)
DOI 2025, Articolo in Atti di convegno - Scheda ARCA: 10278/5090329

Bicciato, Alessandro; Hancock, Edwin; Wilson, Richard; Torsello, Andrea Mixture of Variational Graph Autoencoders , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, vol. 15444, pp. 82-91, Convegno: Joint IAPR International Workshops on Statistical Techniques in Pattern Recognition and Structural and Syntactic Pattern Recognition, S+SSPR 2024, 2024 (ISBN 9783031805066; 9783031805073) (ISSN 0302-9743)
DOI 2025, Articolo in Atti di convegno - Scheda ARCA: 10278/5125407

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